The 22-year-old completed his move from the Tigers on Friday after travelling to the south coast on Thursday night.
Atkinson, who plays on the left, is likely to go straight into Plymouth's squad for their home clash against Rotherham, who he had a loan spell with last season.
Source: Team Talk
Source: Team Talk